In recent years, the medical field has witnessed a surge in utilization of automated computer-aided diagnosis (CAD) systems for optimizing patient care. Among these systems, those leveraging electrocardiogram (ECG) signals have shown particularly substantial potential. ECG signals represent the electrical activity of the heart and can be processed